Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 100000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 13.7 MiB |
| Average record size in memory | 144.0 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 2 |
rerun_ID has constant value "" | Constant |
u is highly skewed (γ1 = -313.8492424) | Skewed |
g is highly skewed (γ1 = -314.2766946) | Skewed |
z is highly skewed (γ1 = -314.7594188) | Skewed |
spec_obj_ID has unique values | Unique |
Reproduction
| Analysis started | 2024-03-11 00:33:07.319695 |
|---|---|
| Analysis finished | 2024-03-11 00:33:30.504136 |
| Duration | 23.18 seconds |
| Software version | ydata-profiling vv4.6.5 |
| Download configuration | config.json |
obj_ID
Real number (ℝ)
| Distinct | 78053 |
|---|---|
| Distinct (%) | 78.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2376647 × 1018 |
| Minimum | 1.2376459 × 1018 |
|---|---|
| Maximum | 1.2376805 × 1018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 1.2376459 × 1018 |
|---|---|
| 5-th percentile | 1.2376515 × 1018 |
| Q1 | 1.2376592 × 1018 |
| median | 1.2376635 × 1018 |
| Q3 | 1.2376684 × 1018 |
| 95-th percentile | 1.23768 × 1018 |
| Maximum | 1.2376805 × 1018 |
| Range | 3.4588452 × 1013 |
| Interquartile range (IQR) | 9.1890913 × 1012 |
Descriptive statistics
| Standard deviation | 8.4385599 × 1012 |
|---|---|
| Coefficient of variation (CV) | 6.8181307 × 10-6 |
| Kurtosis | -0.60616818 |
| Mean | 1.2376647 × 1018 |
| Median Absolute Deviation (MAD) | 4.8683572 × 1012 |
| Skewness | 0.39872718 |
| Sum | 1.2376647 × 1023 |
| Variance | 7.1209293 × 1025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.237659326 × 1018 | 17 | < 0.1% |
| 1.237663463 × 1018 | 13 | < 0.1% |
| 1.237666302 × 1018 | 12 | < 0.1% |
| 1.237663785 × 1018 | 11 | < 0.1% |
| 1.237663463 × 1018 | 11 | < 0.1% |
| 1.237666302 × 1018 | 11 | < 0.1% |
| 1.237666302 × 1018 | 11 | < 0.1% |
| 1.23766634 × 1018 | 11 | < 0.1% |
| 1.237663463 × 1018 | 10 | < 0.1% |
| 1.237658206 × 1018 | 10 | < 0.1% |
| Other values (78043) | 99883 |
| Value | Count | Frequency (%) |
| 1.237645943 × 1018 | 1 | < 0.1% |
| 1.237645943 × 1018 | 1 | < 0.1% |
| 1.237645943 × 1018 | 1 | < 0.1% |
| 1.237645943 × 1018 | 4 | |
| 1.237645943 × 1018 | 1 | < 0.1% |
| 1.237645943 × 1018 | 1 | < 0.1% |
| 1.237645943 × 1018 | 2 | |
| 1.237645943 × 1018 | 1 | < 0.1% |
| 1.237645943 × 1018 | 2 | |
| 1.237645943 × 1018 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.237680531 × 1018 | 1 | |
| 1.237680531 × 1018 | 1 | |
| 1.237680531 × 1018 | 1 | |
| 1.237680531 × 1018 | 1 | |
| 1.237680531 × 1018 | 1 | |
| 1.237680531 × 1018 | 1 | |
| 1.237680531 × 1018 | 2 | |
| 1.237680531 × 1018 | 1 | |
| 1.237680531 × 1018 | 1 | |
| 1.237680531 × 1018 | 1 |
alpha
Real number (ℝ)
| Distinct | 99999 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 177.62912 |
| Minimum | 0.0055278279 |
|---|---|
| Maximum | 359.99981 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 0.0055278279 |
|---|---|
| 5-th percentile | 11.750808 |
| Q1 | 127.51822 |
| median | 180.9007 |
| Q3 | 233.895 |
| 95-th percentile | 348.76982 |
| Maximum | 359.99981 |
| Range | 359.99428 |
| Interquartile range (IQR) | 106.37678 |
Descriptive statistics
| Standard deviation | 96.502241 |
|---|---|
| Coefficient of variation (CV) | 0.54327941 |
| Kurtosis | -0.5371908 |
| Mean | 177.62912 |
| Median Absolute Deviation (MAD) | 53.2025 |
| Skewness | -0.028510865 |
| Sum | 17762912 |
| Variance | 9312.6825 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34.74960002 | 2 | < 0.1% |
| 135.6891066 | 1 | < 0.1% |
| 122.7363106 | 1 | < 0.1% |
| 28.44961333 | 1 | < 0.1% |
| 216.3553482 | 1 | < 0.1% |
| 337.1751199 | 1 | < 0.1% |
| 304.8549412 | 1 | < 0.1% |
| 119.2801296 | 1 | < 0.1% |
| 258.089669 | 1 | < 0.1% |
| 256.7709465 | 1 | < 0.1% |
| Other values (99989) | 99989 |
| Value | Count | Frequency (%) |
| 0.005527827924 | 1 | |
| 0.01095869374 | 1 | |
| 0.01168374605 | 1 | |
| 0.01333666183 | 1 | |
| 0.0229663342 | 1 | |
| 0.02425788497 | 1 | |
| 0.02461910532 | 1 | |
| 0.02571591573 | 1 | |
| 0.02720599703 | 1 | |
| 0.02893798287 | 1 |
| Value | Count | Frequency (%) |
| 359.9998098 | 1 | |
| 359.9996152 | 1 | |
| 359.9990313 | 1 | |
| 359.9989651 | 1 | |
| 359.9970063 | 1 | |
| 359.9941245 | 1 | |
| 359.9936716 | 1 | |
| 359.9935681 | 1 | |
| 359.9893865 | 1 | |
| 359.9863626 | 1 |
delta
Real number (ℝ)
| Distinct | 99999 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.135305 |
| Minimum | -18.785328 |
|---|---|
| Maximum | 83.000519 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 12061 |
| Negative (%) | 12.1% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -18.785328 |
|---|---|
| 5-th percentile | -2.3656696 |
| Q1 | 5.1467709 |
| median | 23.645922 |
| Q3 | 39.90155 |
| 95-th percentile | 56.701075 |
| Maximum | 83.000519 |
| Range | 101.78585 |
| Interquartile range (IQR) | 34.754779 |
Descriptive statistics
| Standard deviation | 19.644665 |
|---|---|
| Coefficient of variation (CV) | 0.81393899 |
| Kurtosis | -1.0430622 |
| Mean | 24.135305 |
| Median Absolute Deviation (MAD) | 17.268085 |
| Skewness | 0.17507856 |
| Sum | 2413530.5 |
| Variance | 385.91288 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.6019312345 | 2 | < 0.1% |
| 32.49463184 | 1 | < 0.1% |
| 37.97318516 | 1 | < 0.1% |
| 6.153946054 | 1 | < 0.1% |
| 45.3358889 | 1 | < 0.1% |
| 4.94093746 | 1 | < 0.1% |
| -11.90668825 | 1 | < 0.1% |
| 22.38564551 | 1 | < 0.1% |
| 24.85135128 | 1 | < 0.1% |
| 26.47819984 | 1 | < 0.1% |
| Other values (99989) | 99989 |
| Value | Count | Frequency (%) |
| -18.78532808 | 1 | |
| -17.63619832 | 1 | |
| -17.61305644 | 1 | |
| -17.57382002 | 1 | |
| -17.46539063 | 1 | |
| -17.45139007 | 1 | |
| -17.4339462 | 1 | |
| -17.36304673 | 1 | |
| -17.28479137 | 1 | |
| -17.22626675 | 1 |
| Value | Count | Frequency (%) |
| 83.00051859 | 1 | |
| 82.94762183 | 1 | |
| 82.81603025 | 1 | |
| 82.76442096 | 1 | |
| 82.75715318 | 1 | |
| 82.65631855 | 1 | |
| 82.56750029 | 1 | |
| 82.28865698 | 1 | |
| 79.34307616 | 1 | |
| 79.28929904 | 1 |
u
Real number (ℝ)
SKEWED 
| Distinct | 93748 |
|---|---|
| Distinct (%) | 93.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.980468 |
| Minimum | -9999 |
|---|---|
| Maximum | 32.78139 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -9999 |
|---|---|
| 5-th percentile | 18.43093 |
| Q1 | 20.352353 |
| median | 22.179135 |
| Q3 | 23.68744 |
| 95-th percentile | 25.78505 |
| Maximum | 32.78139 |
| Range | 10031.781 |
| Interquartile range (IQR) | 3.3350875 |
Descriptive statistics
| Standard deviation | 31.769291 |
|---|---|
| Coefficient of variation (CV) | 1.4453419 |
| Kurtosis | 98998.365 |
| Mean | 21.980468 |
| Median Absolute Deviation (MAD) | 1.666855 |
| Skewness | -313.84924 |
| Sum | 2198046.8 |
| Variance | 1009.2878 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.63465 | 77 | 0.1% |
| 24.63466 | 64 | 0.1% |
| 24.63467 | 44 | < 0.1% |
| 24.63464 | 23 | < 0.1% |
| 24.63468 | 20 | < 0.1% |
| 24.63463 | 5 | < 0.1% |
| 24.63469 | 4 | < 0.1% |
| 24.26353 | 4 | < 0.1% |
| 24.63462 | 4 | < 0.1% |
| 20.59248 | 4 | < 0.1% |
| Other values (93738) | 99751 |
| Value | Count | Frequency (%) |
| -9999 | 1 | |
| 10.99623 | 1 | |
| 12.10168 | 1 | |
| 12.2624 | 1 | |
| 12.30349 | 1 | |
| 12.99664 | 1 | |
| 13.89799 | 1 | |
| 13.94716 | 1 | |
| 14.14713 | 1 | |
| 14.15199 | 1 |
| Value | Count | Frequency (%) |
| 32.78139 | 1 | |
| 30.66039 | 1 | |
| 29.32565 | 1 | |
| 29.23438 | 1 | |
| 29.19901 | 1 | |
| 29.18637 | 1 | |
| 29.04068 | 1 | |
| 28.90174 | 1 | |
| 28.79676 | 1 | |
| 28.77812 | 1 |
g
Real number (ℝ)
SKEWED 
| Distinct | 92651 |
|---|---|
| Distinct (%) | 92.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.531387 |
| Minimum | -9999 |
|---|---|
| Maximum | 31.60224 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -9999 |
|---|---|
| 5-th percentile | 17.07282 |
| Q1 | 18.96523 |
| median | 21.099835 |
| Q3 | 22.123767 |
| 95-th percentile | 23.408262 |
| Maximum | 31.60224 |
| Range | 10030.602 |
| Interquartile range (IQR) | 3.1585375 |
Descriptive statistics
| Standard deviation | 31.750292 |
|---|---|
| Coefficient of variation (CV) | 1.5464271 |
| Kurtosis | 99178.147 |
| Mean | 20.531387 |
| Median Absolute Deviation (MAD) | 1.3325 |
| Skewness | -314.27669 |
| Sum | 2053138.7 |
| Variance | 1008.0811 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25.11438 | 9 | < 0.1% |
| 25.11439 | 9 | < 0.1% |
| 25.11437 | 8 | < 0.1% |
| 20.98246 | 4 | < 0.1% |
| 22.56372 | 4 | < 0.1% |
| 22.03644 | 4 | < 0.1% |
| 20.4269 | 4 | < 0.1% |
| 21.94795 | 4 | < 0.1% |
| 21.65138 | 4 | < 0.1% |
| 21.40104 | 4 | < 0.1% |
| Other values (92641) | 99946 |
| Value | Count | Frequency (%) |
| -9999 | 1 | |
| 10.4982 | 1 | |
| 10.51139 | 1 | |
| 10.6718 | 1 | |
| 10.73097 | 1 | |
| 11.33897 | 1 | |
| 11.39234 | 1 | |
| 11.47435 | 1 | |
| 11.74518 | 1 | |
| 11.79892 | 1 |
| Value | Count | Frequency (%) |
| 31.60224 | 1 | |
| 30.607 | 1 | |
| 29.86258 | 1 | |
| 28.9032 | 1 | |
| 28.2066 | 1 | |
| 27.89482 | 1 | |
| 27.53211 | 1 | |
| 27.41465 | 1 | |
| 27.38851 | 1 | |
| 27.34772 | 1 |
r
Real number (ℝ)
| Distinct | 91901 |
|---|---|
| Distinct (%) | 91.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.645762 |
| Minimum | 9.82207 |
|---|---|
| Maximum | 29.57186 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 9.82207 |
|---|---|
| 5-th percentile | 16.393046 |
| Q1 | 18.135828 |
| median | 20.12529 |
| Q3 | 21.044785 |
| 95-th percentile | 22.070249 |
| Maximum | 29.57186 |
| Range | 19.74979 |
| Interquartile range (IQR) | 2.9089575 |
Descriptive statistics
| Standard deviation | 1.8547597 |
|---|---|
| Coefficient of variation (CV) | 0.094410167 |
| Kurtosis | -0.37615756 |
| Mean | 19.645762 |
| Median Absolute Deviation (MAD) | 1.24741 |
| Skewness | -0.50785843 |
| Sum | 1964576.2 |
| Variance | 3.4401335 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.80203 | 21 | < 0.1% |
| 24.80202 | 15 | < 0.1% |
| 24.80204 | 7 | < 0.1% |
| 20.72245 | 6 | < 0.1% |
| 20.74657 | 5 | < 0.1% |
| 20.76527 | 5 | < 0.1% |
| 20.64847 | 4 | < 0.1% |
| 21.49762 | 4 | < 0.1% |
| 20.28744 | 4 | < 0.1% |
| 19.61753 | 4 | < 0.1% |
| Other values (91891) | 99925 |
| Value | Count | Frequency (%) |
| 9.82207 | 1 | |
| 10.06854 | 1 | |
| 10.11604 | 1 | |
| 10.1946 | 1 | |
| 10.80343 | 1 | |
| 10.86379 | 1 | |
| 10.98255 | 1 | |
| 11.09069 | 1 | |
| 11.35229 | 1 | |
| 11.64166 | 1 |
| Value | Count | Frequency (%) |
| 29.57186 | 1 | |
| 29.37411 | 1 | |
| 27.62688 | 1 | |
| 27.59332 | 1 | |
| 27.39709 | 1 | |
| 27.33476 | 1 | |
| 27.30005 | 1 | |
| 27.07122 | 1 | |
| 27.06348 | 1 | |
| 26.79265 | 1 |
i
Real number (ℝ)
| Distinct | 92019 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.084854 |
| Minimum | 9.469903 |
|---|---|
| Maximum | 32.14147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 9.469903 |
|---|---|
| 5-th percentile | 16.043819 |
| Q1 | 17.732285 |
| median | 19.405145 |
| Q3 | 20.396495 |
| 95-th percentile | 21.607623 |
| Maximum | 32.14147 |
| Range | 22.671567 |
| Interquartile range (IQR) | 2.66421 |
Descriptive statistics
| Standard deviation | 1.7578948 |
|---|---|
| Coefficient of variation (CV) | 0.092109417 |
| Kurtosis | -0.23484446 |
| Mean | 19.084854 |
| Median Absolute Deviation (MAD) | 1.218725 |
| Skewness | -0.40416674 |
| Sum | 1908485.4 |
| Variance | 3.0901941 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.36181 | 6 | < 0.1% |
| 24.3618 | 6 | < 0.1% |
| 18.63308 | 5 | < 0.1% |
| 20.19353 | 4 | < 0.1% |
| 20.72639 | 4 | < 0.1% |
| 20.234 | 4 | < 0.1% |
| 19.95808 | 4 | < 0.1% |
| 19.72511 | 4 | < 0.1% |
| 19.52141 | 4 | < 0.1% |
| 20.46932 | 4 | < 0.1% |
| Other values (92009) | 99955 |
| Value | Count | Frequency (%) |
| 9.469903 | 1 | |
| 10.00865 | 1 | |
| 10.05509 | 1 | |
| 10.56647 | 1 | |
| 10.87374 | 1 | |
| 10.95665 | 1 | |
| 11.26394 | 1 | |
| 11.29956 | 1 | |
| 11.31937 | 1 | |
| 11.51527 | 1 |
| Value | Count | Frequency (%) |
| 32.14147 | 1 | |
| 30.25009 | 1 | |
| 30.16359 | 1 | |
| 30.1546 | 1 | |
| 29.88921 | 1 | |
| 29.85405 | 1 | |
| 27.5034 | 1 | |
| 27.18834 | 1 | |
| 26.89399 | 1 | |
| 26.30939 | 1 |
z
Real number (ℝ)
SKEWED 
| Distinct | 92007 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.66881 |
| Minimum | -9999 |
|---|---|
| Maximum | 29.38374 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -9999 |
|---|---|
| 5-th percentile | 15.778155 |
| Q1 | 17.460677 |
| median | 19.004595 |
| Q3 | 19.92112 |
| 95-th percentile | 21.462771 |
| Maximum | 29.38374 |
| Range | 10028.384 |
| Interquartile range (IQR) | 2.4604425 |
Descriptive statistics
| Standard deviation | 31.728152 |
|---|---|
| Coefficient of variation (CV) | 1.6995272 |
| Kurtosis | 99381.345 |
| Mean | 18.66881 |
| Median Absolute Deviation (MAD) | 1.1716 |
| Skewness | -314.75942 |
| Sum | 1866881 |
| Variance | 1006.6756 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.8269 | 58 | 0.1% |
| 22.82691 | 25 | < 0.1% |
| 22.82689 | 25 | < 0.1% |
| 22.82692 | 12 | < 0.1% |
| 19.99664 | 4 | < 0.1% |
| 19.8872 | 4 | < 0.1% |
| 18.75134 | 4 | < 0.1% |
| 19.8066 | 4 | < 0.1% |
| 19.07992 | 4 | < 0.1% |
| 19.50887 | 4 | < 0.1% |
| Other values (91997) | 99856 |
| Value | Count | Frequency (%) |
| -9999 | 1 | |
| 9.612333 | 1 | |
| 10.22551 | 1 | |
| 10.44131 | 1 | |
| 10.65056 | 1 | |
| 10.77889 | 1 | |
| 10.89738 | 1 | |
| 10.91847 | 1 | |
| 11.19448 | 1 | |
| 11.30247 | 1 |
| Value | Count | Frequency (%) |
| 29.38374 | 1 | |
| 28.79055 | 1 | |
| 28.23829 | 1 | |
| 27.80519 | 1 | |
| 27.67336 | 1 | |
| 26.59268 | 1 | |
| 26.42779 | 1 | |
| 26.2969 | 1 | |
| 26.13011 | 1 | |
| 26.0935 | 1 |
run_ID
Real number (ℝ)
| Distinct | 430 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4481.3661 |
| Minimum | 109 |
|---|---|
| Maximum | 8162 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 109 |
|---|---|
| 5-th percentile | 1412 |
| Q1 | 3187 |
| median | 4188 |
| Q3 | 5326 |
| 95-th percentile | 8038 |
| Maximum | 8162 |
| Range | 8053 |
| Interquartile range (IQR) | 2139 |
Descriptive statistics
| Standard deviation | 1964.7646 |
|---|---|
| Coefficient of variation (CV) | 0.43842984 |
| Kurtosis | -0.60616942 |
| Mean | 4481.3661 |
| Median Absolute Deviation (MAD) | 1134 |
| Skewness | 0.39871052 |
| Sum | 4.4813661 × 108 |
| Variance | 3860299.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3699 | 2450 | 2.5% |
| 4263 | 2295 | 2.3% |
| 3225 | 2275 | 2.3% |
| 2964 | 2009 | 2.0% |
| 7717 | 1782 | 1.8% |
| 5935 | 1646 | 1.6% |
| 7773 | 1630 | 1.6% |
| 3926 | 1552 | 1.6% |
| 7712 | 1422 | 1.4% |
| 1412 | 1397 | 1.4% |
| Other values (420) | 81542 |
| Value | Count | Frequency (%) |
| 109 | 46 | < 0.1% |
| 211 | 4 | < 0.1% |
| 273 | 1 | < 0.1% |
| 287 | 1 | < 0.1% |
| 297 | 1 | < 0.1% |
| 307 | 35 | < 0.1% |
| 308 | 137 | 0.1% |
| 745 | 9 | < 0.1% |
| 752 | 440 | |
| 756 | 370 |
| Value | Count | Frequency (%) |
| 8162 | 253 | |
| 8158 | 10 | < 0.1% |
| 8157 | 104 | 0.1% |
| 8156 | 405 | |
| 8155 | 8 | < 0.1% |
| 8150 | 13 | < 0.1% |
| 8149 | 11 | < 0.1% |
| 8116 | 211 | |
| 8115 | 98 | 0.1% |
| 8112 | 45 | < 0.1% |
rerun_ID
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| 301 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 300000 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 301 |
|---|---|
| 2nd row | 301 |
| 3rd row | 301 |
| 4th row | 301 |
| 5th row | 301 |
Common Values
| Value | Count | Frequency (%) |
| 301 | 100000 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 301 | 100000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 100000 | |
| 0 | 100000 | |
| 1 | 100000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 300000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 100000 | |
| 0 | 100000 | |
| 1 | 100000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 300000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 100000 | |
| 0 | 100000 | |
| 1 | 100000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 300000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 100000 | |
| 0 | 100000 | |
| 1 | 100000 |
cam_col
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.51161 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.5869122 |
|---|---|
| Coefficient of variation (CV) | 0.45190446 |
| Kurtosis | -1.1143049 |
| Mean | 3.51161 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.030531673 |
| Sum | 351161 |
| Variance | 2.5182904 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 19573 | |
| 3 | 18851 | |
| 5 | 18537 | |
| 2 | 17117 | |
| 1 | 13227 | |
| 6 | 12695 |
| Value | Count | Frequency (%) |
| 1 | 13227 | |
| 2 | 17117 | |
| 3 | 18851 | |
| 4 | 19573 | |
| 5 | 18537 | |
| 6 | 12695 |
| Value | Count | Frequency (%) |
| 6 | 12695 | |
| 5 | 18537 | |
| 4 | 19573 | |
| 3 | 18851 | |
| 2 | 17117 | |
| 1 | 13227 |
field_ID
Real number (ℝ)
| Distinct | 856 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 186.13052 |
| Minimum | 11 |
|---|---|
| Maximum | 989 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 82 |
| median | 146 |
| Q3 | 241 |
| 95-th percentile | 489 |
| Maximum | 989 |
| Range | 978 |
| Interquartile range (IQR) | 159 |
Descriptive statistics
| Standard deviation | 149.01107 |
|---|---|
| Coefficient of variation (CV) | 0.80057302 |
| Kurtosis | 3.703783 |
| Mean | 186.13052 |
| Median Absolute Deviation (MAD) | 74 |
| Skewness | 1.7534251 |
| Sum | 18613052 |
| Variance | 22204.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 71 | 472 | 0.5% |
| 65 | 458 | 0.5% |
| 67 | 449 | 0.4% |
| 60 | 448 | 0.4% |
| 69 | 447 | 0.4% |
| 72 | 446 | 0.4% |
| 68 | 445 | 0.4% |
| 74 | 442 | 0.4% |
| 81 | 442 | 0.4% |
| 125 | 436 | 0.4% |
| Other values (846) | 95515 |
| Value | Count | Frequency (%) |
| 11 | 157 | |
| 12 | 146 | |
| 13 | 155 | |
| 14 | 182 | |
| 15 | 162 | |
| 16 | 205 | |
| 17 | 205 | |
| 18 | 235 | |
| 19 | 236 | |
| 20 | 226 |
| Value | Count | Frequency (%) |
| 989 | 3 | |
| 982 | 1 | < 0.1% |
| 980 | 1 | < 0.1% |
| 979 | 1 | < 0.1% |
| 978 | 1 | < 0.1% |
| 977 | 1 | < 0.1% |
| 974 | 1 | < 0.1% |
| 971 | 1 | < 0.1% |
| 941 | 2 | |
| 940 | 3 |
spec_obj_ID
Real number (ℝ)
UNIQUE 
| Distinct | 100000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7838823 × 1018 |
| Minimum | 2.9951909 × 1017 |
|---|---|
| Maximum | 1.4126941 × 1019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 2.9951909 × 1017 |
|---|---|
| 5-th percentile | 8.1865916 × 1017 |
| Q1 | 2.8441376 × 1018 |
| median | 5.6148831 × 1018 |
| Q3 | 8.3321441 × 1018 |
| 95-th percentile | 1.1744357 × 1019 |
| Maximum | 1.4126941 × 1019 |
| Range | 1.3827422 × 1019 |
| Interquartile range (IQR) | 5.4880065 × 1018 |
Descriptive statistics
| Standard deviation | 3.3240162 × 1018 |
|---|---|
| Coefficient of variation (CV) | 0.57470329 |
| Kurtosis | -0.90475989 |
| Mean | 5.7838823 × 1018 |
| Median Absolute Deviation (MAD) | 2.7303045 × 1018 |
| Skewness | 0.19846275 |
| Sum | 5.7838823 × 1023 |
| Variance | 1.1049083 × 1037 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.543777369 × 1018 | 1 | < 0.1% |
| 5.644168765 × 1018 | 1 | < 0.1% |
| 9.83487601 × 1018 | 1 | < 0.1% |
| 3.301259275 × 1018 | 1 | < 0.1% |
| 4.864118044 × 1018 | 1 | < 0.1% |
| 3.532062986 × 1018 | 1 | < 0.1% |
| 1.423181233 × 1018 | 1 | < 0.1% |
| 5.646572847 × 1018 | 1 | < 0.1% |
| 5.64537163 × 1018 | 1 | < 0.1% |
| 5.224277647 × 1018 | 1 | < 0.1% |
| Other values (99990) | 99990 |
| Value | Count | Frequency (%) |
| 2.995190894 × 1017 | 1 | |
| 2.995792876 × 1017 | 1 | |
| 2.995801123 × 1017 | 1 | |
| 2.995908325 × 1017 | 1 | |
| 2.995935813 × 1017 | 1 | |
| 2.99612273 × 1017 | 1 | |
| 2.99621344 × 1017 | 1 | |
| 2.996243676 × 1017 | 1 | |
| 2.99643884 × 1017 | 1 | |
| 2.996455332 × 1017 | 1 |
| Value | Count | Frequency (%) |
| 1.412694061 × 1019 | 1 | |
| 1.412693374 × 1019 | 1 | |
| 1.412693346 × 1019 | 1 | |
| 1.4126851 × 1019 | 1 | |
| 1.41268411 × 1019 | 1 | |
| 1.412683808 × 1019 | 1 | |
| 1.412680509 × 1019 | 1 | |
| 1.412674874 × 1019 | 1 | |
| 1.412674655 × 1019 | 1 | |
| 1.41267405 × 1019 | 1 |
class
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 781.4 KiB |
| GALAXY | |
|---|---|
| STAR | |
| QSO |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 4.99929 |
| Min length | 3 |
Characters and Unicode
| Total characters | 499929 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | GALAXY |
|---|---|
| 2nd row | GALAXY |
| 3rd row | GALAXY |
| 4th row | GALAXY |
| 5th row | GALAXY |
Common Values
| Value | Count | Frequency (%) |
| GALAXY | 59445 | |
| STAR | 21594 | 21.6% |
| QSO | 18961 | 19.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| galaxy | 59445 | |
| star | 21594 | 21.6% |
| qso | 18961 | 19.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 140484 | |
| G | 59445 | |
| L | 59445 | |
| X | 59445 | |
| Y | 59445 | |
| S | 40555 | 8.1% |
| T | 21594 | 4.3% |
| R | 21594 | 4.3% |
| Q | 18961 | 3.8% |
| O | 18961 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 499929 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 140484 | |
| G | 59445 | |
| L | 59445 | |
| X | 59445 | |
| Y | 59445 | |
| S | 40555 | 8.1% |
| T | 21594 | 4.3% |
| R | 21594 | 4.3% |
| Q | 18961 | 3.8% |
| O | 18961 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 499929 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 140484 | |
| G | 59445 | |
| L | 59445 | |
| X | 59445 | |
| Y | 59445 | |
| S | 40555 | 8.1% |
| T | 21594 | 4.3% |
| R | 21594 | 4.3% |
| Q | 18961 | 3.8% |
| O | 18961 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 499929 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 140484 | |
| G | 59445 | |
| L | 59445 | |
| X | 59445 | |
| Y | 59445 | |
| S | 40555 | 8.1% |
| T | 21594 | 4.3% |
| R | 21594 | 4.3% |
| Q | 18961 | 3.8% |
| O | 18961 | 3.8% |
redshift
Real number (ℝ)
| Distinct | 99295 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5766608 |
| Minimum | -0.009970667 |
|---|---|
| Maximum | 7.011245 |
| Zeros | 412 |
| Zeros (%) | 0.4% |
| Negative | 13724 |
| Negative (%) | 13.7% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | -0.009970667 |
|---|---|
| 5-th percentile | -0.00032605719 |
| Q1 | 0.054516845 |
| median | 0.42417325 |
| Q3 | 0.70415432 |
| 95-th percentile | 2.1877278 |
| Maximum | 7.011245 |
| Range | 7.0212157 |
| Interquartile range (IQR) | 0.64963748 |
Descriptive statistics
| Standard deviation | 0.73070728 |
|---|---|
| Coefficient of variation (CV) | 1.2671353 |
| Kurtosis | 9.9729155 |
| Mean | 0.5766608 |
| Median Absolute Deviation (MAD) | 0.34491005 |
| Skewness | 2.5236063 |
| Sum | 57666.08 |
| Variance | 0.53393312 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 412 | 0.4% |
| 7.011245 | 6 | < 0.1% |
| 0.004153254 | 4 | < 0.1% |
| 0.004153253 | 3 | < 0.1% |
| -0.004136076 | 3 | < 0.1% |
| 0.6291372 | 3 | < 0.1% |
| 0.471631 | 2 | < 0.1% |
| 0.8155696 | 2 | < 0.1% |
| 1.054235 | 2 | < 0.1% |
| 0.7730237 | 2 | < 0.1% |
| Other values (99285) | 99561 |
| Value | Count | Frequency (%) |
| -0.009970667 | 1 | < 0.1% |
| -0.007351653 | 1 | < 0.1% |
| -0.006863183 | 1 | < 0.1% |
| -0.006055369 | 1 | < 0.1% |
| -0.005675106 | 1 | < 0.1% |
| -0.004712832 | 1 | < 0.1% |
| -0.004254519 | 1 | < 0.1% |
| -0.004136078 | 1 | < 0.1% |
| -0.004136076 | 3 | |
| -0.004020985 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7.011245 | 6 | |
| 7.011103 | 1 | < 0.1% |
| 7.010295 | 1 | < 0.1% |
| 7.010272 | 1 | < 0.1% |
| 7.010263 | 1 | < 0.1% |
| 7.009989 | 1 | < 0.1% |
| 7.0094 | 1 | < 0.1% |
| 7.008322 | 1 | < 0.1% |
| 7.007396 | 1 | < 0.1% |
| 7.00387 | 2 | < 0.1% |
plate
Real number (ℝ)
| Distinct | 6284 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5137.0097 |
| Minimum | 266 |
|---|---|
| Maximum | 12547 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 266 |
|---|---|
| 5-th percentile | 727 |
| Q1 | 2526 |
| median | 4987 |
| Q3 | 7400.25 |
| 95-th percentile | 10431 |
| Maximum | 12547 |
| Range | 12281 |
| Interquartile range (IQR) | 4874.25 |
Descriptive statistics
| Standard deviation | 2952.3034 |
|---|---|
| Coefficient of variation (CV) | 0.57471244 |
| Kurtosis | -0.90475111 |
| Mean | 5137.0097 |
| Median Absolute Deviation (MAD) | 2425 |
| Skewness | 0.1984718 |
| Sum | 5.1370097 × 108 |
| Variance | 8716095.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6301 | 98 | 0.1% |
| 7699 | 97 | 0.1% |
| 7407 | 96 | 0.1% |
| 7147 | 95 | 0.1% |
| 6516 | 94 | 0.1% |
| 5185 | 88 | 0.1% |
| 7697 | 83 | 0.1% |
| 7450 | 80 | 0.1% |
| 10431 | 79 | 0.1% |
| 7701 | 78 | 0.1% |
| Other values (6274) | 99112 |
| Value | Count | Frequency (%) |
| 266 | 14 | |
| 267 | 12 | |
| 268 | 1 | < 0.1% |
| 269 | 2 | < 0.1% |
| 271 | 3 | < 0.1% |
| 272 | 2 | < 0.1% |
| 273 | 1 | < 0.1% |
| 274 | 2 | < 0.1% |
| 276 | 1 | < 0.1% |
| 277 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 12547 | 13 | |
| 12545 | 14 | |
| 12544 | 26 | |
| 12533 | 8 | < 0.1% |
| 12531 | 30 | |
| 12527 | 17 | |
| 12525 | 31 | |
| 11704 | 2 | < 0.1% |
| 11678 | 5 | < 0.1% |
| 11677 | 6 | < 0.1% |
MJD
Real number (ℝ)
| Distinct | 2180 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55588.647 |
| Minimum | 51608 |
|---|---|
| Maximum | 58932 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 51608 |
|---|---|
| 5-th percentile | 52337.45 |
| Q1 | 54234 |
| median | 55868.5 |
| Q3 | 56777 |
| 95-th percentile | 58200 |
| Maximum | 58932 |
| Range | 7324 |
| Interquartile range (IQR) | 2543 |
Descriptive statistics
| Standard deviation | 1808.4842 |
|---|---|
| Coefficient of variation (CV) | 0.032533338 |
| Kurtosis | -0.77315233 |
| Mean | 55588.647 |
| Median Absolute Deviation (MAD) | 1256.5 |
| Skewness | -0.38185318 |
| Sum | 5.5588648 × 109 |
| Variance | 3270615.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56625 | 249 | 0.2% |
| 58162 | 228 | 0.2% |
| 56658 | 217 | 0.2% |
| 56390 | 216 | 0.2% |
| 56385 | 201 | 0.2% |
| 57574 | 200 | 0.2% |
| 58428 | 193 | 0.2% |
| 56074 | 190 | 0.2% |
| 56722 | 188 | 0.2% |
| 55863 | 186 | 0.2% |
| Other values (2170) | 97932 |
| Value | Count | Frequency (%) |
| 51608 | 12 | |
| 51609 | 7 | |
| 51613 | 4 | < 0.1% |
| 51615 | 4 | < 0.1% |
| 51630 | 14 | |
| 51633 | 1 | < 0.1% |
| 51637 | 6 | |
| 51658 | 2 | < 0.1% |
| 51662 | 7 | |
| 51663 | 11 |
| Value | Count | Frequency (%) |
| 58932 | 61 | |
| 58931 | 8 | < 0.1% |
| 58930 | 31 | |
| 58928 | 39 | |
| 58895 | 2 | < 0.1% |
| 58543 | 36 | |
| 58526 | 36 | |
| 58523 | 36 | |
| 58522 | 40 | |
| 58515 | 39 |
fiber_ID
Real number (ℝ)
| Distinct | 1000 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 449.31274 |
| Minimum | 1 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 781.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 221 |
| median | 433 |
| Q3 | 645 |
| 95-th percentile | 926 |
| Maximum | 1000 |
| Range | 999 |
| Interquartile range (IQR) | 424 |
Descriptive statistics
| Standard deviation | 272.4984 |
|---|---|
| Coefficient of variation (CV) | 0.60647825 |
| Kurtosis | -0.98072189 |
| Mean | 449.31274 |
| Median Absolute Deviation (MAD) | 212 |
| Skewness | 0.22971912 |
| Sum | 44931274 |
| Variance | 74255.38 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 637 | 159 | 0.2% |
| 105 | 158 | 0.2% |
| 597 | 158 | 0.2% |
| 611 | 154 | 0.2% |
| 321 | 154 | 0.2% |
| 621 | 151 | 0.2% |
| 564 | 149 | 0.1% |
| 409 | 148 | 0.1% |
| 563 | 148 | 0.1% |
| 571 | 146 | 0.1% |
| Other values (990) | 98475 |
| Value | Count | Frequency (%) |
| 1 | 86 | |
| 2 | 114 | |
| 3 | 135 | |
| 4 | 87 | |
| 5 | 117 | |
| 6 | 108 | |
| 7 | 117 | |
| 8 | 101 | |
| 9 | 108 | |
| 10 | 100 |
| Value | Count | Frequency (%) |
| 1000 | 81 | |
| 999 | 88 | |
| 998 | 72 | |
| 997 | 100 | |
| 996 | 70 | |
| 995 | 63 | |
| 994 | 57 | |
| 993 | 78 | |
| 992 | 64 | |
| 991 | 59 |
| obj_ID | alpha | delta | u | g | r | i | z | run_ID | rerun_ID | cam_col | field_ID | spec_obj_ID | class | redshift | plate | MJD | fiber_ID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1.237661e+18 | 135.689107 | 32.494632 | 23.87882 | 22.27530 | 20.39501 | 19.16573 | 18.79371 | 3606 | 301 | 2 | 79 | 6.543777e+18 | GALAXY | 0.634794 | 5812 | 56354 | 171 |
| 1 | 1.237665e+18 | 144.826101 | 31.274185 | 24.77759 | 22.83188 | 22.58444 | 21.16812 | 21.61427 | 4518 | 301 | 5 | 119 | 1.176014e+19 | GALAXY | 0.779136 | 10445 | 58158 | 427 |
| 2 | 1.237661e+18 | 142.188790 | 35.582444 | 25.26307 | 22.66389 | 20.60976 | 19.34857 | 18.94827 | 3606 | 301 | 2 | 120 | 5.152200e+18 | GALAXY | 0.644195 | 4576 | 55592 | 299 |
| 3 | 1.237663e+18 | 338.741038 | -0.402828 | 22.13682 | 23.77656 | 21.61162 | 20.50454 | 19.25010 | 4192 | 301 | 3 | 214 | 1.030107e+19 | GALAXY | 0.932346 | 9149 | 58039 | 775 |
| 4 | 1.237680e+18 | 345.282593 | 21.183866 | 19.43718 | 17.58028 | 16.49747 | 15.97711 | 15.54461 | 8102 | 301 | 3 | 137 | 6.891865e+18 | GALAXY | 0.116123 | 6121 | 56187 | 842 |
| 5 | 1.237680e+18 | 340.995121 | 20.589476 | 23.48827 | 23.33776 | 21.32195 | 20.25615 | 19.54544 | 8102 | 301 | 3 | 110 | 5.658977e+18 | QSO | 1.424659 | 5026 | 55855 | 741 |
| 6 | 1.237679e+18 | 23.234926 | 11.418188 | 21.46973 | 21.17624 | 20.92829 | 20.60826 | 20.42573 | 7773 | 301 | 2 | 462 | 1.246262e+19 | QSO | 0.586455 | 11069 | 58456 | 113 |
| 7 | 1.237679e+18 | 5.433176 | 12.065186 | 22.24979 | 22.02172 | 20.34126 | 19.48794 | 18.84999 | 7773 | 301 | 2 | 346 | 6.961443e+18 | GALAXY | 0.477009 | 6183 | 56210 | 15 |
| 8 | 1.237661e+18 | 200.290475 | 47.199402 | 24.40286 | 22.35669 | 20.61032 | 19.46490 | 18.95852 | 3716 | 301 | 5 | 108 | 7.459285e+18 | GALAXY | 0.660012 | 6625 | 56386 | 719 |
| 9 | 1.237671e+18 | 39.149691 | 28.102842 | 21.74669 | 20.03493 | 19.17553 | 18.81823 | 18.65422 | 5934 | 301 | 4 | 122 | 2.751763e+18 | STAR | -0.000008 | 2444 | 54082 | 232 |
| obj_ID | alpha | delta | u | g | r | i | z | run_ID | rerun_ID | cam_col | field_ID | spec_obj_ID | class | redshift | plate | MJD | fiber_ID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 99990 | 1.237665e+18 | 143.414774 | 26.731108 | 23.79655 | 22.41332 | 20.36012 | 19.33964 | 18.74413 | 4569 | 301 | 1 | 213 | 6.525784e+18 | GALAXY | 0.555789 | 5796 | 56274 | 247 |
| 99991 | 1.237665e+18 | 146.898055 | 27.818094 | 26.22899 | 21.84820 | 20.47138 | 19.60049 | 18.94726 | 4569 | 301 | 1 | 234 | 6.523611e+18 | GALAXY | 0.550025 | 5794 | 56282 | 535 |
| 99992 | 1.237668e+18 | 129.862762 | 14.574312 | 25.82234 | 24.02722 | 21.43137 | 20.13085 | 19.66464 | 5137 | 301 | 3 | 111 | 5.066775e+18 | GALAXY | 0.587944 | 4500 | 55543 | 819 |
| 99993 | 1.237653e+18 | 0.740551 | -9.184243 | 23.13172 | 23.18506 | 21.52854 | 20.26975 | 20.11383 | 1740 | 301 | 5 | 27 | 8.069569e+18 | GALAXY | 0.617036 | 7167 | 56604 | 889 |
| 99994 | 1.237663e+18 | 317.246996 | -0.682254 | 20.96526 | 19.81625 | 19.34186 | 19.14711 | 19.05790 | 4187 | 301 | 2 | 64 | 1.154061e+18 | GALAXY | 0.175206 | 1025 | 53239 | 51 |
| 99995 | 1.237679e+18 | 39.620709 | -2.594074 | 22.16759 | 22.97586 | 21.90404 | 21.30548 | 20.73569 | 7778 | 301 | 2 | 581 | 1.055431e+19 | GALAXY | 0.000000 | 9374 | 57749 | 438 |
| 99996 | 1.237679e+18 | 29.493819 | 19.798874 | 22.69118 | 22.38628 | 20.45003 | 19.75759 | 19.41526 | 7917 | 301 | 1 | 289 | 8.586351e+18 | GALAXY | 0.404895 | 7626 | 56934 | 866 |
| 99997 | 1.237668e+18 | 224.587407 | 15.700707 | 21.16916 | 19.26997 | 18.20428 | 17.69034 | 17.35221 | 5314 | 301 | 4 | 308 | 3.112008e+18 | GALAXY | 0.143366 | 2764 | 54535 | 74 |
| 99998 | 1.237661e+18 | 212.268621 | 46.660365 | 25.35039 | 21.63757 | 19.91386 | 19.07254 | 18.62482 | 3650 | 301 | 4 | 131 | 7.601080e+18 | GALAXY | 0.455040 | 6751 | 56368 | 470 |
| 99999 | 1.237661e+18 | 196.896053 | 49.464643 | 22.62171 | 21.79745 | 20.60115 | 20.00959 | 19.28075 | 3650 | 301 | 4 | 60 | 8.343152e+18 | GALAXY | 0.542944 | 7410 | 57104 | 851 |